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An Empirical Study of Geographic User Activity Patterns in Foursquare

Authors :
Anastasios Noulas
Salvatore Scellato
Cecilia Mascolo
Massimiliano Pontil
Source :
Proceedings of the International AAAI Conference on Web and Social Media. 5:570-573
Publication Year :
2021
Publisher :
Association for the Advancement of Artificial Intelligence (AAAI), 2021.

Abstract

We present a large-scale study of user behavior in Foursquare, conducted on a dataset of about 700 thousand users that spans a period of more than 100 days. We analyze user checkin dynamics, demonstrating how it reveals meaningful spatio-temporal patterns and offers the opportunity to study both user mobility and urban spaces. Our aim is to inform on how scientific researchers could utilise data generated in Location-based Social Networks to attain a deeper understanding of human mobility and how developers may take advantage of such systems to enhance applications such as recommender systems.

Details

ISSN :
23340770 and 21623449
Volume :
5
Database :
OpenAIRE
Journal :
Proceedings of the International AAAI Conference on Web and Social Media
Accession number :
edsair.doi...........44a24918b23716cc8353682c0302fcc9
Full Text :
https://doi.org/10.1609/icwsm.v5i1.14175